particle-RR-mlton.sml
fun naive_euler w =
let val charges = [[(Base 10.0), ((Base 10.0)-w)],
[(Base 10.0), (Base 0.0)]]
val x_initial = [(Base 0.0), (Base 8.0)]
val xdot_initial = [(Base 0.75), (Base 0.0)]
val delta_t = (Base 1e~1)
fun p x = foldl op +
(Base 0.0)
(map (fn c => (Base 1.0)/(distance x c)) charges)
fun loop x xdot =
let val xddot = ktimesv (Base ~1.0) (gradient_R p x)
val x_new = vplus x (ktimesv delta_t xdot)
in if (Base 0.0)<(List.nth (x_new, 1))
then loop x_new (vplus xdot (ktimesv delta_t xddot))
else let val delta_t_f = ((Base 0.0)-(List.nth (x, 1)))/
(List.nth (xdot, 1))
val x_t_f = vplus x (ktimesv delta_t_f xdot)
in sqr (List.nth (x_t_f, 0)) end end
in loop x_initial xdot_initial end
val _ = write_real let val w0 = (Base 0.0)
val [w_star] = multivariate_argmin_R
(fn [w] => naive_euler w)
[w0]
in w_star end
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